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Widespread choroid plexus contamination in sampling and profiling of brain tissue
The choroid plexus, a tissue responsible for producing cerebrospinal fluid, is found predominantly in the lateral and fourth ventricles of the brain. This highly vascularized and ciliated tissue is made up of specialized epithelial cells and capillary networks surrounded by connective tissue. Given...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9095494/ https://www.ncbi.nlm.nih.gov/pubmed/34983929 http://dx.doi.org/10.1038/s41380-021-01416-3 |
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author | Olney, Kimberly C. Todd, Kennedi T. Pallegar, Praveen N. Jensen, Tanner D. Cadiz, Mika P. Gibson, Katelin A. Barnett, Joseph H. de Ávila, Camila Bouchal, Samantha M. Rabichow, Benjamin E. Ding, Zonghui Wojtas, Aleksandra M. Wilson, Melissa A. Fryer, John D. |
author_facet | Olney, Kimberly C. Todd, Kennedi T. Pallegar, Praveen N. Jensen, Tanner D. Cadiz, Mika P. Gibson, Katelin A. Barnett, Joseph H. de Ávila, Camila Bouchal, Samantha M. Rabichow, Benjamin E. Ding, Zonghui Wojtas, Aleksandra M. Wilson, Melissa A. Fryer, John D. |
author_sort | Olney, Kimberly C. |
collection | PubMed |
description | The choroid plexus, a tissue responsible for producing cerebrospinal fluid, is found predominantly in the lateral and fourth ventricles of the brain. This highly vascularized and ciliated tissue is made up of specialized epithelial cells and capillary networks surrounded by connective tissue. Given the complex structure of the choroid plexus, this can potentially result in contamination during routine tissue dissection. Bulk and single-cell RNA sequencing studies, as well as genome-wide in situ hybridization experiments (Allen Brain Atlas), have identified several canonical markers of choroid plexus such as Ttr, Folr1, and Prlr. We used the Ttr gene as a marker to query the Gene Expression Omnibus database for transcriptome studies of brain tissue and identified at least some level of likely choroid contamination in numerous studies that could have potentially confounded data analysis and interpretation. We also analyzed transcriptomic datasets from human samples from Allen Brain Atlas and the Genotype-Tissue Expression (GTEx) database and found abundant choroid contamination, with regions in closer proximity to choroid more likely to be impacted such as hippocampus, cervical spinal cord, substantia nigra, hypothalamus, and amygdala. In addition, analysis of both the Allen Brain Atlas and GTEx datasets for differentially expressed genes between likely “high contamination” and “low contamination” groups revealed a clear enrichment of choroid plexus marker genes and gene ontology pathways characteristic of these ciliated choroid cells. Inclusion of these contaminated samples could result in biological misinterpretation or simply add to the statistical noise and mask true effects. We cannot assert that Ttr or other genes/proteins queried in targeted assays are artifacts from choroid contamination as some of these differentials may be due to true biological effects. However, for studies that have an unequal distribution of choroid contamination among groups, investigators may wish to remove contaminated samples from analyses or incorporate choroid marker gene expression into their statistical modeling. In addition, we suggest that a simple RT-qPCR or western blot for choroid markers would mitigate unintended choroid contamination for any experiment, but particularly for samples intended for more costly omic profiling. This study highlights an unexpected problem for neuroscientists, but it is also quite possible that unintended contamination of adjacent structures occurs during dissections for other tissues but has not been widely recognized. |
format | Online Article Text |
id | pubmed-9095494 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-90954942022-05-13 Widespread choroid plexus contamination in sampling and profiling of brain tissue Olney, Kimberly C. Todd, Kennedi T. Pallegar, Praveen N. Jensen, Tanner D. Cadiz, Mika P. Gibson, Katelin A. Barnett, Joseph H. de Ávila, Camila Bouchal, Samantha M. Rabichow, Benjamin E. Ding, Zonghui Wojtas, Aleksandra M. Wilson, Melissa A. Fryer, John D. Mol Psychiatry Article The choroid plexus, a tissue responsible for producing cerebrospinal fluid, is found predominantly in the lateral and fourth ventricles of the brain. This highly vascularized and ciliated tissue is made up of specialized epithelial cells and capillary networks surrounded by connective tissue. Given the complex structure of the choroid plexus, this can potentially result in contamination during routine tissue dissection. Bulk and single-cell RNA sequencing studies, as well as genome-wide in situ hybridization experiments (Allen Brain Atlas), have identified several canonical markers of choroid plexus such as Ttr, Folr1, and Prlr. We used the Ttr gene as a marker to query the Gene Expression Omnibus database for transcriptome studies of brain tissue and identified at least some level of likely choroid contamination in numerous studies that could have potentially confounded data analysis and interpretation. We also analyzed transcriptomic datasets from human samples from Allen Brain Atlas and the Genotype-Tissue Expression (GTEx) database and found abundant choroid contamination, with regions in closer proximity to choroid more likely to be impacted such as hippocampus, cervical spinal cord, substantia nigra, hypothalamus, and amygdala. In addition, analysis of both the Allen Brain Atlas and GTEx datasets for differentially expressed genes between likely “high contamination” and “low contamination” groups revealed a clear enrichment of choroid plexus marker genes and gene ontology pathways characteristic of these ciliated choroid cells. Inclusion of these contaminated samples could result in biological misinterpretation or simply add to the statistical noise and mask true effects. We cannot assert that Ttr or other genes/proteins queried in targeted assays are artifacts from choroid contamination as some of these differentials may be due to true biological effects. However, for studies that have an unequal distribution of choroid contamination among groups, investigators may wish to remove contaminated samples from analyses or incorporate choroid marker gene expression into their statistical modeling. In addition, we suggest that a simple RT-qPCR or western blot for choroid markers would mitigate unintended choroid contamination for any experiment, but particularly for samples intended for more costly omic profiling. This study highlights an unexpected problem for neuroscientists, but it is also quite possible that unintended contamination of adjacent structures occurs during dissections for other tissues but has not been widely recognized. Nature Publishing Group UK 2022-01-05 2022 /pmc/articles/PMC9095494/ /pubmed/34983929 http://dx.doi.org/10.1038/s41380-021-01416-3 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Olney, Kimberly C. Todd, Kennedi T. Pallegar, Praveen N. Jensen, Tanner D. Cadiz, Mika P. Gibson, Katelin A. Barnett, Joseph H. de Ávila, Camila Bouchal, Samantha M. Rabichow, Benjamin E. Ding, Zonghui Wojtas, Aleksandra M. Wilson, Melissa A. Fryer, John D. Widespread choroid plexus contamination in sampling and profiling of brain tissue |
title | Widespread choroid plexus contamination in sampling and profiling of brain tissue |
title_full | Widespread choroid plexus contamination in sampling and profiling of brain tissue |
title_fullStr | Widespread choroid plexus contamination in sampling and profiling of brain tissue |
title_full_unstemmed | Widespread choroid plexus contamination in sampling and profiling of brain tissue |
title_short | Widespread choroid plexus contamination in sampling and profiling of brain tissue |
title_sort | widespread choroid plexus contamination in sampling and profiling of brain tissue |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9095494/ https://www.ncbi.nlm.nih.gov/pubmed/34983929 http://dx.doi.org/10.1038/s41380-021-01416-3 |
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